{"title":"Nearest Neighbor Search for Unsupervised Entity Linkage","authors":"Qingchen Wang","doi":"10.1145/3336499.3338011","DOIUrl":null,"url":null,"abstract":"In this FEIII challenge competitors are tasked with matching small businesses in California across a number of data collections containing corporate registrations, sales tax permits, liquor licenses and restaurant inspections. We present match results using a nearest neighbor search via text-based similarity metrics on the businesses' primary names and street addresses. Manual inspection of the quality of matches shows promising matches.","PeriodicalId":148424,"journal":{"name":"Proceedings of the 5th Workshop on Data Science for Macro-modeling with Financial and Economic Datasets","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 5th Workshop on Data Science for Macro-modeling with Financial and Economic Datasets","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3336499.3338011","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this FEIII challenge competitors are tasked with matching small businesses in California across a number of data collections containing corporate registrations, sales tax permits, liquor licenses and restaurant inspections. We present match results using a nearest neighbor search via text-based similarity metrics on the businesses' primary names and street addresses. Manual inspection of the quality of matches shows promising matches.
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